#73 – Andrew Ng: Deep Learning, Education, and Real-World AI

Andrew Ng is one of the most impactful educators, researchers, innovators, and leaders in artificial intelligence and technology space in general. He co-founded Coursera and Google Brain, launched deeplearning.ai, Landing.ai, and the AI fund, and was the Chief Scientist at Baidu. As a Stanford professor, and with Coursera and deeplearning.ai, he has helped educate and inspire millions of students including me.

EPISODE LINKS:
Andrew Twitter: https://twitter.com/AndrewYNg
Andrew Facebook: https://www.facebook.com/andrew.ng.96
Andrew LinkedIn: https://www.linkedin.com/in/andrewyng/
deeplearning.ai: https://www.deeplearning.ai
landing.ai: https://landing.ai
AI Fund: https://aifund.ai/
AI for Everyone: https://www.coursera.org/learn/ai-for-everyone
The Batch newsletter: https://www.deeplearning.ai/thebatch/

This conversation is part of the Artificial Intelligence podcast. If you would like to get more information about this podcast go to https://lexfridman.com/ai or connect with @lexfridman on Twitter, LinkedIn, Facebook, Medium, or YouTube where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on ApplePodcasts, follow on Spotify, or support it on Patreon.

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Here’s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.

OUTLINE:
00:00– Introduction
02:23– First few steps in AI
05:05– Early days of online education
16:07– Teaching on a whiteboard
17:46– Pieter Abbeel and early research at Stanford
23:17– Early days of deep learning
32:55– Quick preview: deeplearning.ai, landing.ai, and AI fund
33:23– deeplearning.ai: how to get started in deep learning
45:55– Unsupervised learning
49:40– deeplearning.ai (continued)
56:12– Career in deep learning
58:56– Should you get a PhD?
1:03:28– AI fund – building startups
1:11:14– Landing.ai – growing AI efforts in established companies
1:20:44– Artificial general intelligence